{"id":"W2913798220","doi":"10.1007/s00542-019-04313-6","title":"Experimental evaluation of force and amplification factor of three different variants of flexure based micro displacement amplification mechanism","year":2019,"lang":"en","type":"article","venue":"Microsystem Technologies","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Higher Education Commision, Pakistan; Higher Education Commission, Pakistan; CMC Microsystems","keywords":"Mechanism (biology); Amplification factor; Displacement (psychology); Natural frequency; Sensitivity (control systems); Stiffness; Microelectromechanical systems; Materials science; Acoustics; Optics; Structural engineering; Physics; Engineering; Electronic engineering; Nanotechnology; Optoelectronics; Vibration","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008379687,0.0008512942,0.000367107,0.000626456,0.000387154,0.0002974487,0.001131032,0.001008812,0.003854464],"category_scores_gemma":[0.001720075,0.0004952049,0.0003880295,0.00047745,0.0006353753,0.0008570718,0.000403159,0.0003480776,0.0003219232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002115248,"about_ca_system_score_gemma":0.000206668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003332292,"about_ca_topic_score_gemma":0.0003432568,"domain_scores_codex":[0.9990773,0.00009586431,0.00005583818,0.0002204321,0.0003993314,0.0001511815],"domain_scores_gemma":[0.9984056,0.0005694113,0.0002371026,0.0002782977,0.0004204811,0.00008910694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008009321,0.000107812,0.0007541913,0.0001375384,0.00002004962,0.00008446006,0.0001407289,0.0005309633,0.9854064,0.0005013346,0.0001181624,0.01139744],"study_design_scores_gemma":[0.00006027939,0.002202377,0.007137493,0.00001637644,0.00007179913,0.0002574388,0.00008369595,0.00529874,0.9833274,0.0001034539,0.001409496,0.00003138063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726127,0.0006605514,0.02421766,0.00007324049,0.00007553455,0.00009210741,0.0001301546,0.0002326704,0.001905439],"genre_scores_gemma":[0.9880079,0.0001805865,0.01013611,0.00001481805,0.00001524096,0.00006342201,0.00005684895,0.00001679644,0.001508297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003854464,"threshold_uncertainty_score":0.01289445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435206150745071,"score_gpt":0.2233797411035963,"score_spread":0.2090276795961455,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}